dependabot[bot]: Bump peter-evans/create-pull-request from 6 to 7 (#1142

)

development/_sources/examples/1_basics/1_quadratic_function.rst.txt

@@ -161,7 +161,7 @@ be applied to problems with large evaluation budgets (up to 1000 evaluations).
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.181 seconds)
+   **Total running time of the script:** (0 minutes 4.224 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:

development/_sources/examples/1_basics/2_svm_cv.rst.txt

@@ -260,7 +260,7 @@ types as well as conditional hyperparameters.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.469 seconds)
+   **Total running time of the script:** (0 minutes 1.579 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_2_svm_cv.py:

development/_sources/examples/1_basics/3_ask_and_tell.rst.txt

@@ -136,7 +136,7 @@ This examples show how to use the Ask-and-Tell interface.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.790 seconds)
+   **Total running time of the script:** (0 minutes 3.858 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:

development/_sources/examples/1_basics/4_callback.rst.txt

@@ -146,7 +146,7 @@ Furthermore, we print some stages of the optimization process.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.161 seconds)
+   **Total running time of the script:** (0 minutes 0.159 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_4_callback.py:

development/_sources/examples/1_basics/5_continue.rst.txt

@@ -172,7 +172,7 @@ there already is a previous run with the same meta data, this run will be contin
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.508 seconds)
+   **Total running time of the script:** (0 minutes 1.529 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_5_continue.py:

development/_sources/examples/1_basics/6_priors.rst.txt

@@ -229,7 +229,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 39.397 seconds)
+   **Total running time of the script:** (0 minutes 40.250 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_6_priors.py:

development/_sources/examples/1_basics/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:50.506** total execution time for 6 files **from examples/1_basics**:
+**00:51.599** total execution time for 6 files **from examples/1_basics**:
 
 .. container::
 
@@ -33,20 +33,20 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)
-     - 00:39.397
+     - 00:40.250
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
-     - 00:04.181
+     - 00:04.224
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
-     - 00:03.790
-     - 0.0
-   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
-     - 00:01.508
+     - 00:03.858
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
-     - 00:01.469
+     - 00:01.579
+     - 0.0
+   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
+     - 00:01.529
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
-     - 00:00.161
+     - 00:00.159
      - 0.0

development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt

@@ -67,19 +67,19 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 100 trials.
-    [INFO][smbo.py:320] Finished 100 trials.
-    [INFO][smbo.py:320] Finished 100 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -2.741394281387329
+    [INFO][smbo.py:329] --- Remaining wallclock time: -2.6284854412078857
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 139
+    [INFO][smbo.py:331] --- Remaining trials: 157
     Default cost (SuccessiveHalving): 0.36672856700711853
     Incumbent cost (SuccessiveHalving): inf
     [INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`.
     [INFO][abstract_facade.py:203] Workers are reduced to 8.
-    /opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.
+    /opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/distributed/node.py:187: UserWarning: Port 8787 is already in use.
     Perhaps you already have a cluster running?
-    Hosting the HTTP server on port 36045 instead
+    Hosting the HTTP server on port 33819 instead
       warnings.warn(
     [INFO][abstract_initial_design.py:147] Using 5 initial design configurations and 0 additional configurations.
     [INFO][successive_halving.py:164] Successive Halving uses budget type BUDGETS with eta 3, min budget 1, and max budget 25.
@@ -100,12 +100,21 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][smbo.py:320] Finished 0 trials.
     [INFO][abstract_intensifier.py:516] Added config 6ad6db as new incumbent because there are no incumbents yet.
-    [INFO][abstract_intensifier.py:595] Added config c36dba and rejected config 6ad6db as incumbent because it is not better than the incumbents on 1 instances:
-    [WARNING][config_selector.py:241] Could not return a new configuration after 16 retries.
-    [WARNING][successive_halving.py:451] If you assume your configspace was not yet exhausted, try to increase the number of retries in the config selector.
-    [INFO][smbo.py:333] Shutting down because the stop flag was set.
+    [INFO][abstract_intensifier.py:595] Added config 2307c7 and rejected config 6ad6db as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:320] Finished 50 trials.
+    [INFO][abstract_intensifier.py:595] Added config 41a895 and rejected config 2307c7 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:595] Added config 25e206 and rejected config 41a895 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:320] Finished 100 trials.
+    [INFO][abstract_intensifier.py:595] Added config 219cf8 and rejected config 25e206 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:320] Finished 150 trials.
+    [INFO][smbo.py:328] Configuration budget is exhausted:
+    [INFO][smbo.py:329] --- Remaining wallclock time: -3.253384828567505
+    [INFO][smbo.py:330] --- Remaining cpu time: inf
+    [INFO][smbo.py:331] --- Remaining trials: 195
     Default cost (Hyperband): 0.36672856700711853
-    Incumbent cost (Hyperband): 0.036739399566697584
+    Incumbent cost (Hyperband): 0.023932219127205223
 
 
 
@@ -284,7 +293,7 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 48.928 seconds)
+   **Total running time of the script:** (2 minutes 20.581 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:

development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt

@@ -69,9 +69,9 @@ the target function now is required to have an instance argument.
     [INFO][abstract_intensifier.py:595] Added config 2cdaac and rejected config 25625b as incumbent because it is not better than the incumbents on 45 instances:
     [INFO][smbo.py:320] Finished 450 trials.
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -0.07239747047424316
+    [INFO][smbo.py:329] --- Remaining wallclock time: -0.031464576721191406
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 4540
+    [INFO][smbo.py:331] --- Remaining trials: 4544
     Default cost: 0.15489347419148672
     Incumbent cost: 0.00426383387912454
 
@@ -213,7 +213,7 @@ the target function now is required to have an instance argument.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 34.184 seconds)
+   **Total running time of the script:** (0 minutes 34.179 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py:

development/_sources/examples/2_multi_fidelity/3_specify_HB_via_total_budget.rst.txt

@@ -206,7 +206,7 @@ in terms of the fidelity units and let SMAC calculate how many trials that would
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.756 seconds)
+   **Total running time of the script:** (0 minutes 7.844 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py:

development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:30.868** total execution time for 3 files **from examples/2_multi_fidelity**:
+**03:02.604** total execution time for 3 files **from examples/2_multi_fidelity**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)
-     - 01:48.928
+     - 02:20.581
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``)
-     - 00:34.184
+     - 00:34.179
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py` (``3_specify_HB_via_total_budget.py``)
-     - 00:07.756
+     - 00:07.844
      - 0.0

development/_sources/examples/3_multi_objective/1_schaffer.rst.txt

@@ -464,7 +464,7 @@ SMAC prioritizes the second objective over the first one.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.132 seconds)
+   **Total running time of the script:** (0 minutes 8.301 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_1_schaffer.py:

development/_sources/examples/3_multi_objective/2_parego.rst.txt

@@ -47,22 +47,30 @@ mean accuracy and run-time of each configuration.
     [INFO][abstract_intensifier.py:516] Added config 71813f as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:603] Config bb3711 is a new incumbent. Total number of incumbents: 2.
     [INFO][abstract_intensifier.py:603] Config f07b8c is a new incumbent. Total number of incumbents: 3.
-    [INFO][abstract_intensifier.py:595] Added config 8a0ca4 and rejected config f07b8c as incumbent because it is not better than the incumbents on 2 instances:
-    [INFO][abstract_intensifier.py:603] Config 0f34ff is a new incumbent. Total number of incumbents: 4.
-    [INFO][abstract_intensifier.py:603] Config 7c4d99 is a new incumbent. Total number of incumbents: 5.
-    [INFO][abstract_intensifier.py:595] Added config ad9ae3 and rejected config 8a0ca4 as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:595] Added config 0590b8 and rejected config f07b8c as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:595] Added config c1e68f and rejected config 0590b8 as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:595] Added config df2efb and rejected config 71813f as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:603] Config 0c40f8 is a new incumbent. Total number of incumbents: 4.
+    [INFO][abstract_intensifier.py:603] Config a2790e is a new incumbent. Total number of incumbents: 5.
+    [INFO][abstract_intensifier.py:595] Added config de75da and rejected config c1e68f as incumbent because it is not better than the incumbents on 2 instances:
+    [INFO][abstract_intensifier.py:603] Config a77790 is a new incumbent. Total number of incumbents: 6.
+    [INFO][abstract_intensifier.py:603] Config 7a39f1 is a new incumbent. Total number of incumbents: 7.
+    [INFO][abstract_intensifier.py:595] Added config 962536 and rejected config df2efb as incumbent because it is not better than the incumbents on 2 instances:
     [INFO][smbo.py:328] Configuration budget is exhausted:
-    [INFO][smbo.py:329] --- Remaining wallclock time: -1.8205840587615967
+    [INFO][smbo.py:329] --- Remaining wallclock time: -2.139961004257202
     [INFO][smbo.py:330] --- Remaining cpu time: inf
-    [INFO][smbo.py:331] --- Remaining trials: 166
+    [INFO][smbo.py:331] --- Remaining trials: 156
     Validated costs from default config: 
-    --- [0.60155834 0.15334296]
+    --- [0.60155834 0.16738939]
 
     Validated costs from the Pareto front (incumbents):
-    --- [0.72761606 0.19134176]
-    --- [0.02560353 0.86503685]
-    --- [0.03951099 0.47485197]
-    --- [0.0581546  0.39085412]
+    --- [0.05092309 0.75612628]
+    --- [0.0447965  1.06166077]
+    --- [0.1605602  0.15321159]
+    --- [0.08652894 0.18956769]
+    --- [0.09571727 0.17960811]
+    --- [0.12132467 0.18015969]
+    --- [0.17836119 0.12217855]
 
 
 
@@ -243,7 +251,7 @@ mean accuracy and run-time of each configuration.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 36.116 seconds)
+   **Total running time of the script:** (0 minutes 37.928 seconds)
 
 
 .. _sphx_glr_download_examples_3_multi_objective_2_parego.py:

development/_sources/examples/3_multi_objective/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:44.248** total execution time for 2 files **from examples/3_multi_objective**:
+**00:46.229** total execution time for 2 files **from examples/3_multi_objective**:
 
 .. container::
 
@@ -33,8 +33,8 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``)
-     - 00:36.116
+     - 00:37.928
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``)
-     - 00:08.132
+     - 00:08.301
      - 0.0

development/_sources/examples/5_commandline/1_call_target_function_script.rst.txt

@@ -112,7 +112,7 @@ This simple example shows how to call a script with the following content:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 19.880 seconds)
+   **Total running time of the script:** (0 minutes 19.941 seconds)
 
 
 .. _sphx_glr_download_examples_5_commandline_1_call_target_function_script.py:

development/_sources/examples/5_commandline/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:19.880** total execution time for 1 file **from examples/5_commandline**:
+**00:19.941** total execution time for 1 file **from examples/5_commandline**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``)
-     - 00:19.880
+     - 00:19.941
      - 0.0

development/_sources/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**04:25.502** total execution time for 12 files **from all galleries**:
+**05:00.373** total execution time for 12 files **from all galleries**:
 
 .. container::
 
@@ -33,38 +33,38 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``../examples/2_multi_fidelity/1_mlp_epochs.py``)
-     - 01:48.928
+     - 02:20.581
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``../examples/1_basics/6_priors.py``)
-     - 00:39.397
+     - 00:40.250
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``../examples/3_multi_objective/2_parego.py``)
-     - 00:36.116
+     - 00:37.928
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``../examples/2_multi_fidelity/2_sgd_datasets.py``)
-     - 00:34.184
+     - 00:34.179
      - 0.0
    * - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``../examples/5_commandline/1_call_target_function_script.py``)
-     - 00:19.880
+     - 00:19.941
      - 0.0
    * - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``../examples/3_multi_objective/1_schaffer.py``)
-     - 00:08.132
+     - 00:08.301
      - 0.0
    * - :ref:`sphx_glr_examples_2_multi_fidelity_3_specify_HB_via_total_budget.py` (``../examples/2_multi_fidelity/3_specify_HB_via_total_budget.py``)
-     - 00:07.756
+     - 00:07.844
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
-     - 00:04.181
+     - 00:04.224
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
-     - 00:03.790
-     - 0.0
-   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
-     - 00:01.508
+     - 00:03.858
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``../examples/1_basics/2_svm_cv.py``)
-     - 00:01.469
+     - 00:01.579
+     - 0.0
+   * - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
+     - 00:01.529
      - 0.0
    * - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``../examples/1_basics/4_callback.py``)
-     - 00:00.161
+     - 00:00.159
      - 0.0

development/examples/1_basics/1_quadratic_function.html

@@ -1158,7 +1158,7 @@
     <span class="n">plot</span><span class="p">(</span><span class="n">smac</span><span class="o">.</span><span class="n">runhistory</span><span class="p">,</span> <span class="n">incumbent</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 4.181 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 4.224 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-1-quadratic-function-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/1_quadratic_function.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />

development/examples/1_basics/2_svm_cv.html

@@ -1263,7 +1263,7 @@
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.469 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.579 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-2-svm-cv-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/2_svm_cv.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />